Dataset Drift Report

Train Embeddings: (8156, 768)

Valid Embeddings: (3870, 768)

Test Embeddings: (1560, 768)

Embedding Distance (Original Dimension)

PCA Reduced Dimension: 10

Embedding Distance after PCA

Embedding Visualization after PCA

Quantitative Drift Scores

- MMD: score = 0.0006, drift = False
- Wasserstein Distance: score = 0.0273, drift = True
- KL Divergence: score = 0.0000, drift = False
- JensenShannon Divergence: score = 0.0000, drift = False
- Energy Distance: score = 0.0000, drift = False

Drift Report